Efficient gradient estimation using finite differencing and likelihood ratios for kinetic Monte Carlo simulations

Jacob A. McGill, Babatunde A. Ogunnaike, Dionisios G. Vlachos. Efficient gradient estimation using finite differencing and likelihood ratios for kinetic Monte Carlo simulations. J. Comput. Physics, 231(21):7170-7186, 2012. [doi]